Connect Amazon S3 and
PostHog with AI

Automate the flow between your data lake and product analytics platform. Stop manually exporting event logs, writing custom ETL scripts, or stitching together S3 data with user behavior insights. Redbird syncs S3 datasets with PostHog events and properties automatically.

No code required
Live in minutes
SOC 2 Type II

What you can automate today

Redbird gives your team ready-to-run workflows — just connect your accounts and go.

Ingest raw event data from S3 into PostHog for product analysis

Automatically load JSON event files stored in S3 buckets into PostHog as structured events. Parse nested schemas, map custom properties, and ensure attribution data flows cleanly. Perfect for teams collecting events from mobile apps, backend services, or third-party webhooks that land in S3 first.

Export PostHog event streams to S3 for long-term data warehousing

Archive complete PostHog event histories to S3 in Parquet or JSON format for compliance, historical analysis, or feeding into your broader data lake. Maintain raw event granularity beyond PostHog retention limits while keeping storage costs low.

Enrich PostHog user profiles with customer data stored in S3

Merge CRM exports, subscription data, or support ticket histories from S3 CSV files into PostHog user properties. Create richer cohorts by combining product usage with business context that lives outside your analytics tool.

Trigger PostHog feature flags based on S3 pipeline completion

Automatically enable or disable feature flags when ML model outputs, batch processing jobs, or data quality checks land in specific S3 buckets. Coordinate product rollouts with backend data workflows seamlessly.

Export session recordings and heatmap data to S3 for compliance archives

Automatically backup PostHog session replay files and interaction data to S3 for regulatory retention requirements. Maintain immutable audit trails while leveraging S3's lifecycle policies for cost-effective long-term storage.

Load server-side conversion events from S3 logs into PostHog funnels

Parse application logs, payment processor webhooks, or backend transaction records from S3 and inject them as PostHog events. Connect server-side conversion data with client-side user journeys to build complete attribution funnels.

Live in four steps

No engineers, no pipelines to maintain. Redbird handles the connectivity — you focus on the outcome.

01

Connect your accounts

Authorize Amazon S3 and PostHog with OAuth or API credentials. Redbird never stores your data — it just passes through.

02

Describe what you want

Tell Redbird what to do in plain language — no SQL, no code, no configuration files required.

03

Review and activate

Redbird shows you exactly what it will do before running anything. Approve the workflow, set a schedule, and switch it on.

04

Let it run — and iterate

Workflows run on your schedule or on triggers. Every run is logged. Adjust with natural language at any time.

Built for data-driven teams

Redbird understands S3 object structures and PostHog's event schema, so you can sync data lakes with product analytics without writing transformation code.

AI that reads S3 files and writes PostHog events natively

Redbird automatically parses JSON, CSV, Parquet, and JSONL files from your S3 buckets and maps them to PostHog's event structure. It identifies timestamp fields, user identifiers, and property schemas without manual configuration. When exporting from PostHog to S3, Redbird handles batching, compression, and partitioning strategies that match your data lake conventions. The AI adapts to nested objects, array properties, and custom event taxonomies across both systems.

JSON/Parquet parsing
Event property mapping
User ID resolution
S3 prefix routing
10×

faster than building custom ETL pipelines between S3 and PostHog

No Lambda functions, Glue jobs, or event transformation scripts to maintain

Auto-generated reports

Redbird can pull from Amazon S3 and PostHog simultaneously, merge the results, and format a polished report — sent on a schedule or on demand.

Trigger-based alerts

Set conditions in natural language. Get notified in Slack or email the moment a threshold is crossed in either Amazon S3 or PostHog.

Enterprise-grade security

SOC 2 Type II certified. Data flows encrypted in transit and at rest. Fine-grained permission controls with full audit logs.

Bidirectional sync

Push data from Amazon S3 into PostHog, or from PostHog back into Amazon S3. Resolve conflicts with configurable merge rules.

Full audit trail

Every workflow run is logged — what ran, what changed, and why. Replay or revert any individual step at any time.

Triggers & actions for every team

Start automations from new S3 objects or PostHog events, then take action across your entire analytics and storage stack.

Amazon S3
Triggers & Actions
Trigger

New object added to bucket

Fires when a file is uploaded to a specified S3 bucket or prefix path.

Trigger

Object modified or replaced

Triggers when an existing S3 object is updated or overwritten.

Trigger

Scheduled bucket scan

Runs on a schedule to detect new or changed files matching patterns.

Action

Write file to bucket

Upload data to S3 with custom naming, partitioning, and compression.

Action

Copy or move objects

Relocate files between buckets or prefixes based on processing logic.

Action

Delete or archive objects

Remove files or transition them to Glacier storage classes.

PostHog
Triggers & Actions
Trigger

New event tracked

Fires when PostHog captures a specific event type from users.

Trigger

User enters cohort

Triggers when a user matches criteria for a defined cohort segment.

Trigger

Feature flag changed

Activates when a feature flag is toggled or rollout percentage updated.

Action

Create or update event

Send custom events to PostHog with properties and user identification.

Action

Set user properties

Update user profiles with attributes, tags, or metadata.

Action

Update feature flag state

Enable, disable, or adjust feature flag targeting rules programmatically.

Amazon S3
+
PostHog

Ready to connect your stack?

Sync Amazon S3 with PostHog in minutes. Build the event pipelines and data enrichment workflows your product and data teams have been requesting without engineering bottlenecks.

Get started → Book a demo